A Comparison of Multiscale Surface Curvature Characterization Methods for Tribological Surfaces

Surface curvature affects adhesion forces, deformations of surfaces in contact, leakage of mechanical seals, friction, wear, paintability, and electrical conductivity. However, potential benefits of surface curvature have not yet been fully utilized. One problem is the lack of comparison data helpin...

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Main Authors: Iman Maleki, Marcin Wolski, Tomasz Woloszynski, Pawel Podsiadlo, Gwidon Stachowiak
Format: Article
Language:English
Published: Japanese Society of Tribologists 2019-02-01
Series:Tribology Online
Subjects:
Online Access:https://www.jstage.jst.go.jp/article/trol/14/1/14_8/_pdf/-char/en
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author Iman Maleki
Marcin Wolski
Tomasz Woloszynski
Pawel Podsiadlo
Gwidon Stachowiak
author_facet Iman Maleki
Marcin Wolski
Tomasz Woloszynski
Pawel Podsiadlo
Gwidon Stachowiak
author_sort Iman Maleki
collection DOAJ
description Surface curvature affects adhesion forces, deformations of surfaces in contact, leakage of mechanical seals, friction, wear, paintability, and electrical conductivity. However, potential benefits of surface curvature have not yet been fully utilized. One problem is the lack of comparison data helping to make an informed decision on the selection of curvature characterization method. In this paper, five multiscale curvature characterization methods, namely Nowicki, Bigerelle-Nowicki, Gleason-Heron, Kalin, and Bartkowiak are compared. The comparison was conducted on large image databases of computer-generated fractal surfaces, sine waves and real engineering surfaces. Specifically, the methods were evaluated for their ability to differentiate between surfaces that: (i) exhibit increasing curvature complexity, (ii) have varying curvatures at a single scale, and (iii) represent minute multiscale curvature changes encountered in real engineering applications. The results obtained indicate that the Bigerelle-Nowicki method exhibits the best overall performance.
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spelling doaj.art-63d322d85d154d2d80d3d2c15f05f7c52022-12-21T22:55:06ZengJapanese Society of TribologistsTribology Online1881-21982019-02-0114181710.2474/trol.14.8trolA Comparison of Multiscale Surface Curvature Characterization Methods for Tribological SurfacesIman Maleki0Marcin Wolski1Tomasz Woloszynski2Pawel Podsiadlo3Gwidon Stachowiak4Tribology Laboratory, School of Civil and Mechanical Engineering, Curtin UniversityTribology Laboratory, School of Civil and Mechanical Engineering, Curtin UniversityTribology Laboratory, School of Civil and Mechanical Engineering, Curtin UniversityTribology Laboratory, School of Civil and Mechanical Engineering, Curtin UniversityTribology Laboratory, School of Civil and Mechanical Engineering, Curtin UniversitySurface curvature affects adhesion forces, deformations of surfaces in contact, leakage of mechanical seals, friction, wear, paintability, and electrical conductivity. However, potential benefits of surface curvature have not yet been fully utilized. One problem is the lack of comparison data helping to make an informed decision on the selection of curvature characterization method. In this paper, five multiscale curvature characterization methods, namely Nowicki, Bigerelle-Nowicki, Gleason-Heron, Kalin, and Bartkowiak are compared. The comparison was conducted on large image databases of computer-generated fractal surfaces, sine waves and real engineering surfaces. Specifically, the methods were evaluated for their ability to differentiate between surfaces that: (i) exhibit increasing curvature complexity, (ii) have varying curvatures at a single scale, and (iii) represent minute multiscale curvature changes encountered in real engineering applications. The results obtained indicate that the Bigerelle-Nowicki method exhibits the best overall performance.https://www.jstage.jst.go.jp/article/trol/14/1/14_8/_pdf/-char/ensurface roughnessmulti-scalefractalssurface curvature
spellingShingle Iman Maleki
Marcin Wolski
Tomasz Woloszynski
Pawel Podsiadlo
Gwidon Stachowiak
A Comparison of Multiscale Surface Curvature Characterization Methods for Tribological Surfaces
Tribology Online
surface roughness
multi-scale
fractals
surface curvature
title A Comparison of Multiscale Surface Curvature Characterization Methods for Tribological Surfaces
title_full A Comparison of Multiscale Surface Curvature Characterization Methods for Tribological Surfaces
title_fullStr A Comparison of Multiscale Surface Curvature Characterization Methods for Tribological Surfaces
title_full_unstemmed A Comparison of Multiscale Surface Curvature Characterization Methods for Tribological Surfaces
title_short A Comparison of Multiscale Surface Curvature Characterization Methods for Tribological Surfaces
title_sort comparison of multiscale surface curvature characterization methods for tribological surfaces
topic surface roughness
multi-scale
fractals
surface curvature
url https://www.jstage.jst.go.jp/article/trol/14/1/14_8/_pdf/-char/en
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